R Observatory: Metrics for simOutrank version 0.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

simOutrank

0.3.0Package record

Outranking-Based Trace Clustering

0packages depend

655downloads / year

87.2%test coverage

13/13flavors OK

Overview

About

Maintained by Pavlos DeliasCRAN page ↗GitHub ↗Website ↗Issues ↗

Implements outranking-based trace clustering for process mining. Pairwise similarity between traces is assessed on multiple, problem-specific criteria using ELECTRE-III-style partial concordance and discordance indices with indifference, similarity and veto thresholds. The aggregated credibility matrix is then clustered using normalized spectral clustering or hierarchical clustering. Also includes outlier trimming, must-link/cannot-link adjustments, validation indices and diagnostic plots.

Changes in 0.3.0

**Breaking:** the quantile-threshold constructor q() is renamed to as_quantile() to avoid masking base::q() and for consistency with as_traces(). Replace q(0.8) with as_quantile(0.8).
Added the maintainer's ORCID.

From NEWS.md in the release

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("simOutrank", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("pdelias/simOutrank")

Development version from pdelias/simOutrank. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-simoutrank

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-simOutrank

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-simOutrank

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.9 min · r-release-macos-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK6 OK2026-07-20

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.0

READMEYes · 215 wordsVignettesYes · 4 · dynamicNEWSYes · 100% structured · mentions 0.3.0Citation fileYes · cites a publicationWebsiteYes · pkgdown

Help pages: 16
Examples that run: 100%14 run in a plain check
Exported functions with examples: 100%
Documented parameters: 89%
Return-value docs: 100%
Help pages citing references: 13%

Vignettes (4)

How these are measured

Downloads

655

CRAN downloads in the past year

Rank #21,518 · ~2/day · ~55/mo

Releases R versions

Daily download trend is not available in this view yet.

21430 days

61690 days

6551 year

Compare downloads with other packages →

Also on13 r2u5 autocran

How downloads are counted

Repository

pdelias/simoutrank ↗Account: pdelias

0Stars

0Forks

0Open issues

0Open PRs

3Releases

32Commits

1Commit identities

License file reads as GPL-3.0 · 32 commits · Last activity 2026-09-06

Responsiveness

not measured

Commits over time

2026-07-26 · 312026-09-15 · 32

How these are measured

PracticesBeta

8 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/pdelias/simoutrank on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (3)

pkgdown

GitHub Pages site last deployed 2026-09-06 · The repository has a site deploy workflow

pkgdown site last built 2026-09-06

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen 2026-07-08
Commits: at least 27 crediting it in the message

Models named in its commits

Claude Opus 4.827 commits · Jul to Sep 2026

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing simOutrank adds 2 packages (2 with compiled code, 1.3 MB of source tarballs). Heaviest: stringdist 843 KB, lpSolve 457 KB.

Depends (1)

R >= 3.5

Imports (4)

graphicslpSolvestatsstringdist

LinkingTo (0)

none

Suggests (5)

bupaR clValid knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Pavlos Delias

Author, Maintainer since 0.3.0 (2026)

Releases (1)

0.3.0Latest
record
2026-07-19 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-19
Total releases: 1 / 1 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5
Bundled data: 0.5 KB / 1 file
Download size: 143 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("simOutrank")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for simOutrank version 0.3.0 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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